{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "d27f1082-cd10-405e-9570-6f0e934bba8b",
   "metadata": {},
   "source": [
    "# Download Charts\n",
    "\n",
    "<a href=\"https://colab.research.google.com/github/run-llama/llama_cloud_services/blob/main/examples/parse/demo_get_charts.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>\n",
    "\n",
    "This notebook demonstrates how to download charts from a document using the result object.\n",
    "\n",
    "The result object for each file provides a wealth of data and metadata for each page of your document, including details about charts and images.\n",
    "\n",
    "Status:\n",
    "| Last Executed | Version | State      |\n",
    "|---------------|---------|------------|\n",
    "| Aug-18-2025   | 0.6.61  | Maintained |"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a004db48-8d3f-421c-915a-477692f71b90",
   "metadata": {},
   "source": [
    "### Setup\n",
    "\n",
    "Let's bring in our imports and set up our API keys."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "bc6a7a4b-b568-4db5-bcba-62f5c517ff3a",
   "metadata": {},
   "outputs": [],
   "source": [
    "%pip install \"llama-index>=0.13.2<0.14.0\" llama-cloud-services matplotlib"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "0879301c-ff91-4431-941a-6c0ef7cd8fe2",
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "\n",
    "# API access to llama-cloud\n",
    "os.environ[\"LLAMA_CLOUD_API_KEY\"] = \"llx-...\""
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b411d2ee-3e6b-45b0-b532-4a8e3abcdea0",
   "metadata": {},
   "source": [
    "### Download Data\n",
    "\n",
    "Let's use [`AGENTLESS :\n",
    "Demystifying LLM-based Software Engineering Agents`](https://arxiv.org/pdf/2407.01489) paper and download the charts present in the paper."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "c39d408f-e885-4940-85c7-b09ca3bc7cb7",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "--2025-08-18 22:51:22--  https://arxiv.org/pdf/2407.01489\n",
      "Resolving arxiv.org (arxiv.org)... 151.101.195.42, 151.101.67.42, 151.101.131.42, ...\n",
      "Connecting to arxiv.org (arxiv.org)|151.101.195.42|:443... connected.\n",
      "HTTP request sent, awaiting response... 200 OK\n",
      "Length: 1384716 (1.3M) [application/pdf]\n",
      "Saving to: ‘agentless.pdf’\n",
      "\n",
      "agentless.pdf       100%[===================>]   1.32M  7.11MB/s    in 0.2s    \n",
      "\n",
      "2025-08-18 22:51:23 (7.11 MB/s) - ‘agentless.pdf’ saved [1384716/1384716]\n",
      "\n"
     ]
    }
   ],
   "source": [
    "!wget 'https://arxiv.org/pdf/2407.01489' -O \"agentless.pdf\""
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c2f42af8-afb3-4b3b-82d3-6b332fb38aa4",
   "metadata": {},
   "source": [
    "### Using LlamaParse in JSON Mode for PDF Reading to get charts.\n",
    "\n",
    "Let's parse our document! \n",
    "\n",
    "We need to enable `extract_charts` parameter to get the charts present in the document."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "9c9cd670-8229-4ad6-99a9-845bd82b7ec1",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Started parsing the file under job_id 1524dfe1-6225-471f-9672-64ccc04e31dd\n",
      "...."
     ]
    }
   ],
   "source": [
    "from llama_cloud_services import LlamaParse\n",
    "\n",
    "parser = LlamaParse(\n",
    "    parse_mode=\"parse_page_with_agent\",\n",
    "    model=\"openai-gpt-4-1-mini\",\n",
    "    high_res_ocr=True,\n",
    "    adaptive_long_table=True,\n",
    "    outlined_table_extraction=True,\n",
    "    output_tables_as_HTML=True,\n",
    "    # needed to pull out charts from the content\n",
    "    extract_charts=True,\n",
    ")\n",
    "\n",
    "result = await parser.aparse(\"agentless.pdf\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "43969be5",
   "metadata": {},
   "source": [
    "### Download Charts\n",
    "\n",
    "Using the result object, we can access each page and its charts (if any) and save them to a directory."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "4068bd98",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[ChartItem(name='chart_p5_0.png', x=108.0, y=38.96, width=434.93, height=262.99)]\n"
     ]
    }
   ],
   "source": [
    "print(result.pages[4].charts)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "d645ee9d",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Saving chart chart_p5_0.png to ./saved_charts\n",
      "Saving chart chart_p7_0.png to ./saved_charts\n",
      "Saving chart chart_p10_0.png to ./saved_charts\n",
      "Saving chart chart_p11_0.png to ./saved_charts\n",
      "Saving chart chart_p12_0.png to ./saved_charts\n",
      "Saving chart chart_p13_0.png to ./saved_charts\n",
      "Saving chart chart_p14_0.png to ./saved_charts\n",
      "Saving chart chart_p14_1.png to ./saved_charts\n",
      "Saving chart chart_p14_2.png to ./saved_charts\n",
      "Saving chart chart_p15_0.png to ./saved_charts\n",
      "Saving chart chart_p17_0.png to ./saved_charts\n",
      "Saving chart chart_p18_0.png to ./saved_charts\n"
     ]
    }
   ],
   "source": [
    "output_dir = \"./saved_charts\"\n",
    "for page in result.pages:\n",
    "    for chart in page.charts:\n",
    "        print(f\"Saving chart {chart.name} to {output_dir}\")\n",
    "        await result.asave_image(chart.name, output_dir)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3d66eaf9",
   "metadata": {},
   "source": [
    "### Let's plot a randomly selected chart"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "d200787b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import glob\n",
    "import random\n",
    "from PIL import Image\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "# Use glob to list all PNG files in the folder\n",
    "image_files = glob.glob(\"saved_charts/*.png\")\n",
    "\n",
    "# Randomly select an image file\n",
    "random_image = random.choice(image_files)\n",
    "\n",
    "# Open and plot the image\n",
    "img = Image.open(random_image)\n",
    "plt.imshow(img)\n",
    "plt.show()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": ".venv",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
